Notes on Problem Formulation in Machine Learning.
Razvan AmironeseiEmily DentonUmesh GhanekarPublished in: IEEE Technol. Soc. Mag. (2021)
Keyphrases
- machine learning
- transductive inference
- learning algorithm
- supervised learning
- artificial intelligence
- machine learning algorithms
- knowledge acquisition
- natural language processing
- explanation based learning
- machine learning methods
- learning systems
- information extraction
- data analysis
- decision trees
- data mining
- knowledge discovery
- computer vision
- statistical learning
- learning problems
- text classification
- learning tasks
- evolutionary algorithm
- case study
- inductive logic programming
- statistical methods
- feature selection
- transfer learning
- reinforcement learning
- computational intelligence
- text mining
- genetic algorithm
- expert systems
- knowledge representation